pegainfer-project/kern
A model-agnostic GPU runtime for shipping models as verified programs.
⚡ Executive Summary & Quick Facts
Authoritative Sourcekern is kern is an open-source project written in Rust: A model-agnostic GPU runtime for shipping models as verified programs..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), pegainfer-project/kern has accumulated 112 GitHub stars and 7 forks. It is written in Rust, licensed under Apache-2.0, and ranks #25,201 globally. It is actively maintained with the latest commit recorded on Oct 19, 2026.”
| Repository | pegainfer-project/kern ↗ |
|---|---|
| Primary Category | cuda |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 112 stars · ⑂ 7 forks · #25,201 globally |
| Maintenance | ● Active (Last commit: Oct 19, 2026) · 23 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, kern is actively maintained. Continuous telemetry recorded the last code commit on Oct 19, 2026 (24 days ago). Supported by 112 stars and 7 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (24 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,333
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
kern gained 10 stars in the last 30 days, about 1 a day, and now has 112. It is about 1 year old and has averaged roughly 112 stars a year. It ranks #2,333 among Rust repositories and #25,201 across all languages on GitHubRepo.
Trending Record
20
DAYS ON TRENDING
#16647
BEST RANK
Oct 19, 2026
FIRST APPEARANCE
Active
STATUS TODAY
kern has maintained a continuous presence across global trending indexes, peaking at #16647. Below is the 30-day activity profile:
💡 Overview
kern is an open-source project written in Rust: A model-agnostic GPU runtime for shipping models as verified programs.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cuda, gpu-inference, llm-inference. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Rust for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ cargo install kern⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
kern coordinates its core functionality through a modular Rust pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with kern.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install kern using your package manager: `cargo install kern`
Initialize your project workspace or configuration file for kern.
Import kern into your codebase or invoke it directly from your terminal.
Execute your test suite or run `kern --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
pegainfer-project/kern is currently ranked #25,201 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #25,107 | beyondtahir/beyondwords | Python | ★ 113 | Compare ↗ |
| #25,107 | AetherLabsAI/Video2World | Python | ★ 113 | Compare ↗ |
| #25,107 | bertel2020/HA-Housekeeper | Python | ★ 113 | Compare ↗ |
| #25,107 | carreypro/ict-trading-model | Python | ★ 113 | Compare ↗ |
| #25,107 | stephanes-dev/AverageJormungandr | JavaScript | ★ 113 | Compare ↗ |
| #25,201 | pegainfer-project/kern This Project | Rust | ★ 112 | |
| #25,201 | slagyr/limelight | Java | ★ 112 | Compare ↗ |
| #25,201 | lang/unicode_utils | Ruby | ★ 112 | Compare ↗ |
| #25,201 | nothingmuch/git-svn-abandon | Shell | ★ 112 | Compare ↗ |
| #25,201 | hrehfeld/QuakeInjector | Java | ★ 112 | Compare ↗ |
| #25,201 | ayoy/qoauth | C++ | ★ 112 | Compare ↗ |
Frequently Asked Questions
What does kern do? +
A model-agnostic GPU runtime for shipping models as verified programs.
Is kern actively maintained in 2026? +
Yes, kern is actively maintained. The latest code push was recorded on Oct 19, 2026 (24 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 112 stars and 23 open issues.
What language is kern written in? +
The primary language is Rust. Topics include: cuda, gpu-inference, llm-inference, rust.
How many stars does kern have? +
kern has 112 stars and 7 forks on GitHub.
How does kern rank among GitHub repositories? +
With 112 stars, pegainfer-project/kern is ranked #25,201 globally across all repositories tracked on GitHubRepo and #2,333 among Rust projects.
What license is kern distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
